Literature DB >> 21377325

Global exponential stability of interval general BAM neural networks with reaction-diffusion terms and multiple time-varying delays.

Zhengqiu Zhang1, Yan Yang, Yesheng Huang.   

Abstract

In this paper, we first discuss the existence and uniqueness of the equilibrium point of interval general BAM neural networks with reaction-diffusion terms and multiple time-varying delays by means of using degree theory. Then by applying the existence result of an equilibrium point and constructing a Lyapunov functional, we discuss global exponential stability for above neural networks. In the last section, we also give an example to demonstrate the validity of our global exponential stability result for above neural network.
Copyright © 2011. Published by Elsevier Ltd.

Mesh:

Year:  2011        PMID: 21377325     DOI: 10.1016/j.neunet.2011.02.003

Source DB:  PubMed          Journal:  Neural Netw        ISSN: 0893-6080


  1 in total

1.  Anti-periodic oscillations of bidirectional associative memory (BAM) neural networks with leakage delays.

Authors:  Changjin Xu; Lilin Chen; Ting Guo
Journal:  J Inequal Appl       Date:  2018-04-03       Impact factor: 2.491

  1 in total

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